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        <a href="windenergytk-module.html">Package&nbsp;windenergytk</a> ::
        Module&nbsp;file_ops
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<h1 class="epydoc">Source Code for <a href="windenergytk.file_ops-module.html">Module windenergytk.file_ops</a></h1>
<pre class="py-src">
<a name="L1"></a><tt class="py-lineno">  1</tt>  <tt class="py-line"><tt class="py-comment">#!/usr/bin/env python</tt> </tt>
<a name="L2"></a><tt class="py-lineno">  2</tt>  <tt class="py-line"> </tt>
<a name="L3"></a><tt class="py-lineno">  3</tt>  <tt class="py-line"><tt class="py-comment">################################################################################</tt> </tt>
<a name="L4"></a><tt class="py-lineno">  4</tt>  <tt class="py-line"><tt class="py-comment"># file_ops.py                                                                  #</tt> </tt>
<a name="L5"></a><tt class="py-lineno">  5</tt>  <tt class="py-line"><tt class="py-comment">#                                                                              #</tt> </tt>
<a name="L6"></a><tt class="py-lineno">  6</tt>  <tt class="py-line"><tt class="py-comment"># Part of UMass Amherst's Wind Energy Engineering Toolbox of Mini-Codes        #</tt> </tt>
<a name="L7"></a><tt class="py-lineno">  7</tt>  <tt class="py-line"><tt class="py-comment">#                   (or Mini-Codes for short)                                  #</tt> </tt>
<a name="L8"></a><tt class="py-lineno">  8</tt>  <tt class="py-line"><tt class="py-comment">#                                                                              #</tt> </tt>
<a name="L9"></a><tt class="py-lineno">  9</tt>  <tt class="py-line"><tt class="py-comment"># Python code by Alec Koumjian  -   akoumjian@gmail.com                        #</tt> </tt>
<a name="L10"></a><tt class="py-lineno"> 10</tt>  <tt class="py-line"><tt class="py-comment">#                                                                              #</tt> </tt>
<a name="L11"></a><tt class="py-lineno"> 11</tt>  <tt class="py-line"><tt class="py-comment"># This code adapted from the original Visual Basic code at                     #</tt> </tt>
<a name="L12"></a><tt class="py-lineno"> 12</tt>  <tt class="py-line"><tt class="py-comment"># http://www.ceere.org/rerl/projects/software/mini-code-overview.html          #</tt> </tt>
<a name="L13"></a><tt class="py-lineno"> 13</tt>  <tt class="py-line"><tt class="py-comment">#                                                                              #</tt> </tt>
<a name="L14"></a><tt class="py-lineno"> 14</tt>  <tt class="py-line"><tt class="py-comment"># These tools can be used in conjunction with the textbook                     #</tt> </tt>
<a name="L15"></a><tt class="py-lineno"> 15</tt>  <tt class="py-line"><tt class="py-comment"># "Wind Energy Explained" by J.F. Manwell, J.G. McGowan and A.L. Rogers        #</tt> </tt>
<a name="L16"></a><tt class="py-lineno"> 16</tt>  <tt class="py-line"><tt class="py-comment"># http://www.ceere.org/rerl/rerl_windenergytext.html                           #</tt> </tt>
<a name="L17"></a><tt class="py-lineno"> 17</tt>  <tt class="py-line"><tt class="py-comment">#                                                                              #</tt> </tt>
<a name="L18"></a><tt class="py-lineno"> 18</tt>  <tt class="py-line"><tt class="py-comment">################################################################################</tt> </tt>
<a name="L19"></a><tt class="py-lineno"> 19</tt>  <tt class="py-line"><tt class="py-comment">#   Copyright 2009 Alec Koumjian                                               #</tt> </tt>
<a name="L20"></a><tt class="py-lineno"> 20</tt>  <tt class="py-line"><tt class="py-comment">#                                                                              #</tt> </tt>
<a name="L21"></a><tt class="py-lineno"> 21</tt>  <tt class="py-line"><tt class="py-comment">#   This program is free software: you can redistribute it and/or modify       #</tt> </tt>
<a name="L22"></a><tt class="py-lineno"> 22</tt>  <tt class="py-line"><tt class="py-comment">#   it under the terms of the GNU General Public License as published by       #</tt> </tt>
<a name="L23"></a><tt class="py-lineno"> 23</tt>  <tt class="py-line"><tt class="py-comment">#   the Free Software Foundation, either version 3 of the License, or          #</tt> </tt>
<a name="L24"></a><tt class="py-lineno"> 24</tt>  <tt class="py-line"><tt class="py-comment">#   (at your option) any later version.                                        #</tt> </tt>
<a name="L25"></a><tt class="py-lineno"> 25</tt>  <tt class="py-line"><tt class="py-comment">#                                                                              #</tt> </tt>
<a name="L26"></a><tt class="py-lineno"> 26</tt>  <tt class="py-line"><tt class="py-comment">#    This program is distributed in the hope that it will be useful,           #</tt> </tt>
<a name="L27"></a><tt class="py-lineno"> 27</tt>  <tt class="py-line"><tt class="py-comment">#    but WITHOUT ANY WARRANTY; without even the implied warranty of            #</tt> </tt>
<a name="L28"></a><tt class="py-lineno"> 28</tt>  <tt class="py-line"><tt class="py-comment">#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the             #</tt> </tt>
<a name="L29"></a><tt class="py-lineno"> 29</tt>  <tt class="py-line"><tt class="py-comment">#    GNU General Public License for more details.                              #</tt> </tt>
<a name="L30"></a><tt class="py-lineno"> 30</tt>  <tt class="py-line"><tt class="py-comment">#                                                                              #</tt> </tt>
<a name="L31"></a><tt class="py-lineno"> 31</tt>  <tt class="py-line"><tt class="py-comment">#    You should have received a copy of the GNU General Public License         #</tt> </tt>
<a name="L32"></a><tt class="py-lineno"> 32</tt>  <tt class="py-line"><tt class="py-comment">#    along with this program.  If not, see &lt;http://www.gnu.org/licenses/&gt;.     #</tt> </tt>
<a name="L33"></a><tt class="py-lineno"> 33</tt>  <tt class="py-line"><tt class="py-comment">################################################################################</tt> </tt>
<a name="L34"></a><tt class="py-lineno"> 34</tt>  <tt class="py-line"> </tt>
<a name="L35"></a><tt class="py-lineno"> 35</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt class="py-name">scikits</tt><tt class="py-op">.</tt><tt class="py-name">timeseries</tt> <tt class="py-keyword">import</tt> <tt class="py-name">tsfromtxt</tt> <tt class="py-keyword">as</tt> <tt class="py-name">tsfromtxt</tt> </tt>
<a name="L36"></a><tt class="py-lineno"> 36</tt>  <tt class="py-line"><tt class="py-keyword">import</tt> <tt class="py-name">numpy</tt><tt class="py-op">.</tt><tt class="py-name">ma</tt> </tt>
<a name="L37"></a><tt class="py-lineno"> 37</tt>  <tt class="py-line"> </tt>
<a name="L38"></a><tt class="py-lineno"> 38</tt>  <tt class="py-line"> </tt>
<a name="sanitize"></a><div id="sanitize-def"><a name="L39"></a><tt class="py-lineno"> 39</tt> <a class="py-toggle" href="#" id="sanitize-toggle" onclick="return toggle('sanitize');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="windenergytk.file_ops-module.html#sanitize">sanitize</a><tt class="py-op">(</tt><tt class="py-param">a_string</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="sanitize-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="sanitize-expanded"><a name="L40"></a><tt class="py-lineno"> 40</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L41"></a><tt class="py-lineno"> 41</tt>  <tt class="py-line"><tt class="py-docstring">    Sanite string from leading/trailing whitespaces, make lowercase, etc.</tt> </tt>
<a name="L42"></a><tt class="py-lineno"> 42</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L43"></a><tt class="py-lineno"> 43</tt>  <tt class="py-line">    <tt class="py-comment">## Remove trailing spaces, make lowercase</tt> </tt>
<a name="L44"></a><tt class="py-lineno"> 44</tt>  <tt class="py-line">    <tt class="py-name">a_string</tt> <tt class="py-op">=</tt> <tt class="py-name">a_string</tt><tt class="py-op">.</tt><tt class="py-name">strip</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">lower</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L45"></a><tt class="py-lineno"> 45</tt>  <tt class="py-line">     </tt>
<a name="L46"></a><tt class="py-lineno"> 46</tt>  <tt class="py-line">    <tt class="py-comment">## If string is just an integer, return it as such</tt> </tt>
<a name="L47"></a><tt class="py-lineno"> 47</tt>  <tt class="py-line">    <tt class="py-comment">## Otherwise just return the string</tt> </tt>
<a name="L48"></a><tt class="py-lineno"> 48</tt>  <tt class="py-line">    <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L49"></a><tt class="py-lineno"> 49</tt>  <tt class="py-line">        <tt class="py-name">final_string</tt> <tt class="py-op">=</tt> <tt class="py-name">int</tt><tt class="py-op">(</tt><tt class="py-name">a_string</tt><tt class="py-op">)</tt> </tt>
<a name="L50"></a><tt class="py-lineno"> 50</tt>  <tt class="py-line">    <tt class="py-keyword">except</tt> <tt class="py-op">(</tt><tt class="py-name">ValueError</tt><tt class="py-op">,</tt> <tt class="py-name">IndexError</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L51"></a><tt class="py-lineno"> 51</tt>  <tt class="py-line">        <tt class="py-name">final_string</tt> <tt class="py-op">=</tt> <tt class="py-name">a_string</tt> </tt>
<a name="L52"></a><tt class="py-lineno"> 52</tt>  <tt class="py-line">    <tt class="py-keyword">return</tt> <tt class="py-name">final_string</tt> </tt>
</div><a name="L53"></a><tt class="py-lineno"> 53</tt>  <tt class="py-line"> </tt>
<a name="L54"></a><tt class="py-lineno"> 54</tt>  <tt class="py-line"> </tt>
<a name="L55"></a><tt class="py-lineno"> 55</tt>  <tt class="py-line"> </tt>
<a name="parse_file"></a><div id="parse_file-def"><a name="L56"></a><tt class="py-lineno"> 56</tt> <a class="py-toggle" href="#" id="parse_file-toggle" onclick="return toggle('parse_file');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="windenergytk.file_ops-module.html#parse_file">parse_file</a><tt class="py-op">(</tt><tt class="py-param">dat_file</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="parse_file-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="parse_file-expanded"><a name="L57"></a><tt class="py-lineno"> 57</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L58"></a><tt class="py-lineno"> 58</tt>  <tt class="py-line"><tt class="py-docstring">    Return meta and timeseries objects from WEC dat file.</tt> </tt>
<a name="L59"></a><tt class="py-lineno"> 59</tt>  <tt class="py-line"><tt class="py-docstring">    Input: opened WEC data file</tt> </tt>
<a name="L60"></a><tt class="py-lineno"> 60</tt>  <tt class="py-line"><tt class="py-docstring">    Output: Dictionary of timeseries with meta-data attached</tt> </tt>
<a name="L61"></a><tt class="py-lineno"> 61</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L62"></a><tt class="py-lineno"> 62</tt>  <tt class="py-line">     </tt>
<a name="L63"></a><tt class="py-lineno"> 63</tt>  <tt class="py-line">    <tt class="py-name">meta</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L64"></a><tt class="py-lineno"> 64</tt>  <tt class="py-line">    <tt class="py-name">trigger</tt> <tt class="py-op">=</tt> <tt class="py-name">False</tt> </tt>
<a name="L65"></a><tt class="py-lineno"> 65</tt>  <tt class="py-line">     </tt>
<a name="L66"></a><tt class="py-lineno"> 66</tt>  <tt class="py-line">    <tt class="py-comment">## Append lines to meta until you reach the data.</tt> </tt>
<a name="L67"></a><tt class="py-lineno"> 67</tt>  <tt class="py-line">    <tt class="py-keyword">while</tt> <tt class="py-keyword">not</tt> <tt class="py-name">trigger</tt><tt class="py-op">:</tt> </tt>
<a name="L68"></a><tt class="py-lineno"> 68</tt>  <tt class="py-line">        <tt class="py-name">line</tt> <tt class="py-op">=</tt> <tt class="py-name">dat_file</tt><tt class="py-op">.</tt><tt class="py-name">readline</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">strip</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L69"></a><tt class="py-lineno"> 69</tt>  <tt class="py-line">        <tt class="py-name">meta</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">line</tt><tt class="py-op">)</tt> </tt>
<a name="L70"></a><tt class="py-lineno"> 70</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-string">'***'</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line</tt><tt class="py-op">:</tt> </tt>
<a name="L71"></a><tt class="py-lineno"> 71</tt>  <tt class="py-line">            <tt class="py-name">dat_file</tt><tt class="py-op">.</tt><tt class="py-name">readline</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L72"></a><tt class="py-lineno"> 72</tt>  <tt class="py-line">            <tt class="py-name">dat_file</tt><tt class="py-op">.</tt><tt class="py-name">readline</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L73"></a><tt class="py-lineno"> 73</tt>  <tt class="py-line">            <tt class="py-name">trigger</tt> <tt class="py-op">=</tt> <tt class="py-name">True</tt> </tt>
<a name="L74"></a><tt class="py-lineno"> 74</tt>  <tt class="py-line">     </tt>
<a name="L75"></a><tt class="py-lineno"> 75</tt>  <tt class="py-line">     </tt>
<a name="L76"></a><tt class="py-lineno"> 76</tt>  <tt class="py-line">     </tt>
<a name="L77"></a><tt class="py-lineno"> 77</tt>  <tt class="py-line">    <tt class="py-comment">## Create timeseries from dat_file</tt> </tt>
<a name="L78"></a><tt class="py-lineno"> 78</tt>  <tt class="py-line">    <tt class="py-comment">## Note: dat_file is at the correct seek() position from previous</tt> </tt>
<a name="L79"></a><tt class="py-lineno"> 79</tt>  <tt class="py-line">    <tt class="py-comment">## while loop</tt> </tt>
<a name="L80"></a><tt class="py-lineno"> 80</tt>  <tt class="py-line">    <tt class="py-name">timeseries</tt> <tt class="py-op">=</tt> <tt class="py-name">tsfromtxt</tt><tt class="py-op">(</tt><tt class="py-name">fname</tt><tt class="py-op">=</tt><tt class="py-name">dat_file</tt><tt class="py-op">,</tt><tt class="py-name">delimiter</tt><tt class="py-op">=</tt><tt class="py-string">','</tt><tt class="py-op">,</tt><tt class="py-name">datecols</tt><tt class="py-op">=</tt><tt class="py-number">0</tt><tt class="py-op">,</tt> <tt class="py-name">freq</tt><tt class="py-op">=</tt><tt class="py-string">'T'</tt> </tt>
<a name="L81"></a><tt class="py-lineno"> 81</tt>  <tt class="py-line">    <tt class="py-op">,</tt><tt class="py-name">dtype</tt><tt class="py-op">=</tt><tt class="py-name">float</tt><tt class="py-op">)</tt> </tt>
<a name="L82"></a><tt class="py-lineno"> 82</tt>  <tt class="py-line"> </tt>
<a name="L83"></a><tt class="py-lineno"> 83</tt>  <tt class="py-line">    <tt class="py-comment">## Separate timeseries</tt> </tt>
<a name="L84"></a><tt class="py-lineno"> 84</tt>  <tt class="py-line">    <tt class="py-name">ts_dict</tt> <tt class="py-op">=</tt> <tt id="link-0" class="py-name" targets="Function windenergytk.file_ops.separate_timeseries()=windenergytk.file_ops-module.html#separate_timeseries"><a title="windenergytk.file_ops.separate_timeseries" class="py-name" href="#" onclick="return doclink('link-0', 'separate_timeseries', 'link-0');">separate_timeseries</a></tt><tt class="py-op">(</tt><tt class="py-name">timeseries</tt><tt class="py-op">)</tt> </tt>
<a name="L85"></a><tt class="py-lineno"> 85</tt>  <tt class="py-line"> </tt>
<a name="L86"></a><tt class="py-lineno"> 86</tt>  <tt class="py-line">    <tt class="py-comment">## Create meta dictionary</tt> </tt>
<a name="L87"></a><tt class="py-lineno"> 87</tt>  <tt class="py-line">    <tt class="py-name">meta_dict</tt> <tt class="py-op">=</tt> <tt id="link-1" class="py-name" targets="Function windenergytk.file_ops.parse_meta()=windenergytk.file_ops-module.html#parse_meta"><a title="windenergytk.file_ops.parse_meta" class="py-name" href="#" onclick="return doclink('link-1', 'parse_meta', 'link-1');">parse_meta</a></tt><tt class="py-op">(</tt><tt class="py-name">meta</tt><tt class="py-op">)</tt> </tt>
<a name="L88"></a><tt class="py-lineno"> 88</tt>  <tt class="py-line">     </tt>
<a name="L89"></a><tt class="py-lineno"> 89</tt>  <tt class="py-line">    <tt class="py-comment">## Mask bad values</tt> </tt>
<a name="L90"></a><tt class="py-lineno"> 90</tt>  <tt class="py-line">    <tt class="py-keyword">for</tt> <tt class="py-name">index</tt> <tt class="py-keyword">in</tt> <tt class="py-name">ts_dict</tt><tt class="py-op">.</tt><tt class="py-name">iterkeys</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L91"></a><tt class="py-lineno"> 91</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">value</tt> <tt class="py-keyword">in</tt> <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'filters'</tt><tt class="py-op">]</tt><tt class="py-op">.</tt><tt class="py-name">itervalues</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L92"></a><tt class="py-lineno"> 92</tt>  <tt class="py-line">            <tt class="py-name">ts_dict</tt><tt class="py-op">[</tt><tt class="py-name">index</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">numpy</tt><tt class="py-op">.</tt><tt class="py-name">ma</tt><tt class="py-op">.</tt><tt class="py-name">masked_values</tt><tt class="py-op">(</tt><tt class="py-name">ts_dict</tt><tt class="py-op">[</tt><tt class="py-name">index</tt><tt class="py-op">]</tt><tt class="py-op">,</tt> <tt class="py-name">value</tt><tt class="py-op">)</tt> </tt>
<a name="L93"></a><tt class="py-lineno"> 93</tt>  <tt class="py-line">     </tt>
<a name="L94"></a><tt class="py-lineno"> 94</tt>  <tt class="py-line"> </tt>
<a name="L95"></a><tt class="py-lineno"> 95</tt>  <tt class="py-line">     </tt>
<a name="L96"></a><tt class="py-lineno"> 96</tt>  <tt class="py-line">    <tt class="py-comment">## Assign meta data to ts data</tt> </tt>
<a name="L97"></a><tt class="py-lineno"> 97</tt>  <tt class="py-line">    <tt class="py-name">meta_ts_dict</tt> <tt class="py-op">=</tt> <tt id="link-2" class="py-name" targets="Function windenergytk.file_ops.assign_meta()=windenergytk.file_ops-module.html#assign_meta"><a title="windenergytk.file_ops.assign_meta" class="py-name" href="#" onclick="return doclink('link-2', 'assign_meta', 'link-2');">assign_meta</a></tt><tt class="py-op">(</tt><tt class="py-name">ts_dict</tt><tt class="py-op">,</tt> <tt class="py-name">meta_dict</tt><tt class="py-op">)</tt> </tt>
<a name="L98"></a><tt class="py-lineno"> 98</tt>  <tt class="py-line">     </tt>
<a name="L99"></a><tt class="py-lineno"> 99</tt>  <tt class="py-line">    <tt class="py-keyword">return</tt> <tt class="py-name">meta_ts_dict</tt> </tt>
</div><a name="L100"></a><tt class="py-lineno">100</tt>  <tt class="py-line">     </tt>
<a name="L101"></a><tt class="py-lineno">101</tt>  <tt class="py-line">     </tt>
<a name="L102"></a><tt class="py-lineno">102</tt>  <tt class="py-line">     </tt>
<a name="L103"></a><tt class="py-lineno">103</tt>  <tt class="py-line"> </tt>
<a name="parse_meta"></a><div id="parse_meta-def"><a name="L104"></a><tt class="py-lineno">104</tt> <a class="py-toggle" href="#" id="parse_meta-toggle" onclick="return toggle('parse_meta');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="windenergytk.file_ops-module.html#parse_meta">parse_meta</a><tt class="py-op">(</tt><tt class="py-param">meta_array</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="parse_meta-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="parse_meta-expanded"><a name="L105"></a><tt class="py-lineno">105</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L106"></a><tt class="py-lineno">106</tt>  <tt class="py-line"><tt class="py-docstring">    Parse list of lines from .dat file into meaningful key/value pairs.</tt> </tt>
<a name="L107"></a><tt class="py-lineno">107</tt>  <tt class="py-line"><tt class="py-docstring">    Input: An array of lines from a WEC .dat file</tt> </tt>
<a name="L108"></a><tt class="py-lineno">108</tt>  <tt class="py-line"><tt class="py-docstring">    Output: Dictionary meta information</tt> </tt>
<a name="L109"></a><tt class="py-lineno">109</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L110"></a><tt class="py-lineno">110</tt>  <tt class="py-line">     </tt>
<a name="L111"></a><tt class="py-lineno">111</tt>  <tt class="py-line">    <tt class="py-name">meta_dict</tt> <tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-string">'site_name'</tt><tt class="py-op">:</tt><tt class="py-name">False</tt><tt class="py-op">,</tt> </tt>
<a name="L112"></a><tt class="py-lineno">112</tt>  <tt class="py-line">    <tt class="py-string">'location'</tt><tt class="py-op">:</tt><tt class="py-name">False</tt><tt class="py-op">,</tt> </tt>
<a name="L113"></a><tt class="py-lineno">113</tt>  <tt class="py-line">    <tt class="py-string">'coords'</tt><tt class="py-op">:</tt><tt class="py-op">{</tt><tt class="py-op">}</tt><tt class="py-op">,</tt> </tt>
<a name="L114"></a><tt class="py-lineno">114</tt>  <tt class="py-line">    <tt class="py-string">'timezone'</tt><tt class="py-op">:</tt><tt class="py-name">False</tt><tt class="py-op">,</tt> </tt>
<a name="L115"></a><tt class="py-lineno">115</tt>  <tt class="py-line">    <tt class="py-string">'elevation'</tt><tt class="py-op">:</tt><tt class="py-name">False</tt><tt class="py-op">,</tt> </tt>
<a name="L116"></a><tt class="py-lineno">116</tt>  <tt class="py-line">    <tt class="py-string">'time_step'</tt><tt class="py-op">:</tt><tt class="py-name">False</tt><tt class="py-op">,</tt> </tt>
<a name="L117"></a><tt class="py-lineno">117</tt>  <tt class="py-line">    <tt class="py-string">'logger_sampling'</tt><tt class="py-op">:</tt><tt class="py-name">False</tt><tt class="py-op">,</tt> </tt>
<a name="L118"></a><tt class="py-lineno">118</tt>  <tt class="py-line">    <tt class="py-string">'time_period'</tt><tt class="py-op">:</tt><tt class="py-name">False</tt><tt class="py-op">,</tt> </tt>
<a name="L119"></a><tt class="py-lineno">119</tt>  <tt class="py-line">    <tt class="py-string">'collector'</tt><tt class="py-op">:</tt><tt class="py-name">False</tt><tt class="py-op">,</tt> </tt>
<a name="L120"></a><tt class="py-lineno">120</tt>  <tt class="py-line">    <tt class="py-string">'report_created'</tt><tt class="py-op">:</tt><tt class="py-name">False</tt><tt class="py-op">,</tt> </tt>
<a name="L121"></a><tt class="py-lineno">121</tt>  <tt class="py-line">    <tt class="py-string">'sensors'</tt><tt class="py-op">:</tt><tt class="py-op">{</tt><tt class="py-op">}</tt><tt class="py-op">,</tt> </tt>
<a name="L122"></a><tt class="py-lineno">122</tt>  <tt class="py-line">    <tt class="py-string">'filters'</tt><tt class="py-op">:</tt><tt class="py-op">{</tt><tt class="py-op">}</tt><tt class="py-op">,</tt> </tt>
<a name="L123"></a><tt class="py-lineno">123</tt>  <tt class="py-line">    <tt class="py-string">'comments'</tt><tt class="py-op">:</tt><tt class="py-name">False</tt><tt class="py-op">,</tt> </tt>
<a name="L124"></a><tt class="py-lineno">124</tt>  <tt class="py-line">    <tt class="py-op">}</tt> </tt>
<a name="L125"></a><tt class="py-lineno">125</tt>  <tt class="py-line">     </tt>
<a name="L126"></a><tt class="py-lineno">126</tt>  <tt class="py-line">    <tt class="py-keyword">for</tt> <tt class="py-name">line</tt> <tt class="py-keyword">in</tt> <tt class="py-name">meta_array</tt><tt class="py-op">:</tt> </tt>
<a name="L127"></a><tt class="py-lineno">127</tt>  <tt class="py-line">        <tt class="py-name">thistuple</tt> <tt class="py-op">=</tt> <tt class="py-name">line</tt><tt class="py-op">.</tt><tt class="py-name">partition</tt><tt class="py-op">(</tt><tt class="py-string">':'</tt><tt class="py-op">)</tt> <tt class="py-comment">## Split string into field/values</tt> </tt>
<a name="L128"></a><tt class="py-lineno">128</tt>  <tt class="py-line">         </tt>
<a name="L129"></a><tt class="py-lineno">129</tt>  <tt class="py-line">        <tt class="py-comment">## Save field, values into separate variables</tt> </tt>
<a name="L130"></a><tt class="py-lineno">130</tt>  <tt class="py-line">        <tt class="py-name">line_key</tt><tt class="py-op">,</tt> <tt class="py-name">line_values</tt> <tt class="py-op">=</tt> <tt class="py-name">thistuple</tt><tt class="py-op">[</tt><tt class="py-number">0</tt><tt class="py-op">]</tt><tt class="py-op">,</tt><tt class="py-name">thistuple</tt><tt class="py-op">[</tt><tt class="py-number">2</tt><tt class="py-op">]</tt> </tt>
<a name="L131"></a><tt class="py-lineno">131</tt>  <tt class="py-line">         </tt>
<a name="L132"></a><tt class="py-lineno">132</tt>  <tt class="py-line">        <tt class="py-comment">## Sanitize keys, values</tt> </tt>
<a name="L133"></a><tt class="py-lineno">133</tt>  <tt class="py-line">        <tt class="py-name">line_key</tt><tt class="py-op">,</tt> <tt class="py-name">line_values</tt> <tt class="py-op">=</tt> <tt id="link-3" class="py-name" targets="Function windenergytk.file_ops.sanitize()=windenergytk.file_ops-module.html#sanitize"><a title="windenergytk.file_ops.sanitize" class="py-name" href="#" onclick="return doclink('link-3', 'sanitize', 'link-3');">sanitize</a></tt><tt class="py-op">(</tt><tt class="py-name">line_key</tt><tt class="py-op">)</tt><tt class="py-op">,</tt> <tt id="link-4" class="py-name"><a title="windenergytk.file_ops.sanitize" class="py-name" href="#" onclick="return doclink('link-4', 'sanitize', 'link-3');">sanitize</a></tt><tt class="py-op">(</tt><tt class="py-name">line_values</tt><tt class="py-op">)</tt> </tt>
<a name="L134"></a><tt class="py-lineno">134</tt>  <tt class="py-line">         </tt>
<a name="L135"></a><tt class="py-lineno">135</tt>  <tt class="py-line">        <tt class="py-comment">## Name, location, time step, time period, comments, etc.</tt> </tt>
<a name="L136"></a><tt class="py-lineno">136</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-string">"site name"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L137"></a><tt class="py-lineno">137</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'site_name'</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">line_values</tt> </tt>
<a name="L138"></a><tt class="py-lineno">138</tt>  <tt class="py-line">         </tt>
<a name="L139"></a><tt class="py-lineno">139</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-string">"location"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L140"></a><tt class="py-lineno">140</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'location'</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">line_values</tt> </tt>
<a name="L141"></a><tt class="py-lineno">141</tt>  <tt class="py-line">         </tt>
<a name="L142"></a><tt class="py-lineno">142</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-string">"latitude"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L143"></a><tt class="py-lineno">143</tt>  <tt class="py-line">            <tt class="py-name">lat</tt> <tt class="py-op">=</tt> <tt class="py-name">float</tt><tt class="py-op">(</tt><tt class="py-name">line_values</tt><tt class="py-op">)</tt> </tt>
<a name="L144"></a><tt class="py-lineno">144</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-string">"[s]"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L145"></a><tt class="py-lineno">145</tt>  <tt class="py-line">                <tt class="py-name">lat</tt> <tt class="py-op">*=</tt> <tt class="py-op">-</tt><tt class="py-number">1</tt> </tt>
<a name="L146"></a><tt class="py-lineno">146</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'coords'</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-string">'latitude'</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">lat</tt> </tt>
<a name="L147"></a><tt class="py-lineno">147</tt>  <tt class="py-line">         </tt>
<a name="L148"></a><tt class="py-lineno">148</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-string">"longitude"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L149"></a><tt class="py-lineno">149</tt>  <tt class="py-line">            <tt class="py-name">lon</tt> <tt class="py-op">=</tt> <tt class="py-name">float</tt><tt class="py-op">(</tt><tt class="py-name">line_values</tt><tt class="py-op">)</tt> </tt>
<a name="L150"></a><tt class="py-lineno">150</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-string">"[w]"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L151"></a><tt class="py-lineno">151</tt>  <tt class="py-line">                <tt class="py-name">lon</tt> <tt class="py-op">*=</tt> <tt class="py-op">-</tt><tt class="py-number">1</tt> </tt>
<a name="L152"></a><tt class="py-lineno">152</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'coords'</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-string">'longitude'</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">lon</tt> </tt>
<a name="L153"></a><tt class="py-lineno">153</tt>  <tt class="py-line">         </tt>
<a name="L154"></a><tt class="py-lineno">154</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-string">"time zone"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L155"></a><tt class="py-lineno">155</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'timezone'</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">line_values</tt> </tt>
<a name="L156"></a><tt class="py-lineno">156</tt>  <tt class="py-line">         </tt>
<a name="L157"></a><tt class="py-lineno">157</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-string">"elevation"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L158"></a><tt class="py-lineno">158</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'elevation'</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">line_values</tt> </tt>
<a name="L159"></a><tt class="py-lineno">159</tt>  <tt class="py-line">             </tt>
<a name="L160"></a><tt class="py-lineno">160</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-string">"time step of data"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L161"></a><tt class="py-lineno">161</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'time_step'</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">line_values</tt> </tt>
<a name="L162"></a><tt class="py-lineno">162</tt>  <tt class="py-line">         </tt>
<a name="L163"></a><tt class="py-lineno">163</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-string">"logger sample interval"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L164"></a><tt class="py-lineno">164</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'logger_sampling'</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">line_values</tt> </tt>
<a name="L165"></a><tt class="py-lineno">165</tt>  <tt class="py-line">         </tt>
<a name="L166"></a><tt class="py-lineno">166</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-string">"report time period"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L167"></a><tt class="py-lineno">167</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'time_period'</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">line_values</tt> </tt>
<a name="L168"></a><tt class="py-lineno">168</tt>  <tt class="py-line">         </tt>
<a name="L169"></a><tt class="py-lineno">169</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-string">"data collection by"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L170"></a><tt class="py-lineno">170</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'collector'</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">line_values</tt> </tt>
<a name="L171"></a><tt class="py-lineno">171</tt>  <tt class="py-line">     </tt>
<a name="L172"></a><tt class="py-lineno">172</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-string">"report generated"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L173"></a><tt class="py-lineno">173</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'report_created'</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">line_values</tt> </tt>
<a name="L174"></a><tt class="py-lineno">174</tt>  <tt class="py-line">         </tt>
<a name="L175"></a><tt class="py-lineno">175</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-string">"comments"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L176"></a><tt class="py-lineno">176</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'comments'</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">line_values</tt> </tt>
<a name="L177"></a><tt class="py-lineno">177</tt>  <tt class="py-line">         </tt>
<a name="L178"></a><tt class="py-lineno">178</tt>  <tt class="py-line">        <tt class="py-comment">## Categorize sensors</tt> </tt>
<a name="L179"></a><tt class="py-lineno">179</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-string">"sensor #"</tt> <tt class="py-keyword">in</tt> <tt class="py-name">line_key</tt><tt class="py-op">:</tt> </tt>
<a name="L180"></a><tt class="py-lineno">180</tt>  <tt class="py-line">            <tt class="py-comment">## Sort out sensor information</tt> </tt>
<a name="L181"></a><tt class="py-lineno">181</tt>  <tt class="py-line">             </tt>
<a name="L182"></a><tt class="py-lineno">182</tt>  <tt class="py-line">            <tt class="py-name">fields</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-string">'name'</tt><tt class="py-op">,</tt><tt class="py-string">'type'</tt><tt class="py-op">,</tt> <tt class="py-string">'designation'</tt><tt class="py-op">,</tt> <tt class="py-string">'meters_above_ground'</tt> </tt>
<a name="L183"></a><tt class="py-lineno">183</tt>  <tt class="py-line">            <tt class="py-op">,</tt><tt class="py-string">'units'</tt><tt class="py-op">,</tt><tt class="py-op">]</tt> </tt>
<a name="L184"></a><tt class="py-lineno">184</tt>  <tt class="py-line">             </tt>
<a name="L185"></a><tt class="py-lineno">185</tt>  <tt class="py-line">            <tt class="py-comment">## Extract number from first item: "Sensor #XX" returns XX</tt> </tt>
<a name="L186"></a><tt class="py-lineno">186</tt>  <tt class="py-line">            <tt class="py-name">sensor_number</tt> <tt class="py-op">=</tt> <tt class="py-name">int</tt><tt class="py-op">(</tt><tt class="py-name">line_key</tt><tt class="py-op">[</tt><tt class="py-name">int</tt><tt class="py-op">(</tt><tt class="py-name">line_key</tt><tt class="py-op">.</tt><tt class="py-name">find</tt><tt class="py-op">(</tt><tt class="py-string">"#"</tt><tt class="py-op">)</tt><tt class="py-op">)</tt><tt class="py-op">+</tt><tt class="py-number">1</tt><tt class="py-op">:</tt><tt class="py-op">]</tt><tt class="py-op">)</tt> </tt>
<a name="L187"></a><tt class="py-lineno">187</tt>  <tt class="py-line">             </tt>
<a name="L188"></a><tt class="py-lineno">188</tt>  <tt class="py-line">            <tt class="py-comment">## Create list of values</tt> </tt>
<a name="L189"></a><tt class="py-lineno">189</tt>  <tt class="py-line">            <tt class="py-name">values</tt> <tt class="py-op">=</tt> <tt class="py-name">line_values</tt><tt class="py-op">.</tt><tt class="py-name">split</tt><tt class="py-op">(</tt><tt class="py-string">","</tt><tt class="py-op">)</tt> </tt>
<a name="L190"></a><tt class="py-lineno">190</tt>  <tt class="py-line">             </tt>
<a name="L191"></a><tt class="py-lineno">191</tt>  <tt class="py-line">            <tt class="py-comment">## Sanitize values</tt> </tt>
<a name="L192"></a><tt class="py-lineno">192</tt>  <tt class="py-line">            <tt class="py-keyword">for</tt> <tt class="py-name">index</tt> <tt class="py-keyword">in</tt> <tt class="py-name">range</tt><tt class="py-op">(</tt><tt class="py-name">len</tt><tt class="py-op">(</tt><tt class="py-name">values</tt><tt class="py-op">)</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L193"></a><tt class="py-lineno">193</tt>  <tt class="py-line">                <tt class="py-name">values</tt><tt class="py-op">[</tt><tt class="py-name">index</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt id="link-5" class="py-name"><a title="windenergytk.file_ops.sanitize" class="py-name" href="#" onclick="return doclink('link-5', 'sanitize', 'link-3');">sanitize</a></tt><tt class="py-op">(</tt><tt class="py-name">values</tt><tt class="py-op">[</tt><tt class="py-name">index</tt><tt class="py-op">]</tt><tt class="py-op">)</tt> </tt>
<a name="L194"></a><tt class="py-lineno">194</tt>  <tt class="py-line">             </tt>
<a name="L195"></a><tt class="py-lineno">195</tt>  <tt class="py-line">            <tt class="py-comment">## Create dictionary for numbered sensor</tt> </tt>
<a name="L196"></a><tt class="py-lineno">196</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'sensors'</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-name">sensor_number</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-op">}</tt> </tt>
<a name="L197"></a><tt class="py-lineno">197</tt>  <tt class="py-line">            <tt class="py-keyword">for</tt> <tt class="py-name">index</tt> <tt class="py-keyword">in</tt> <tt class="py-name">range</tt><tt class="py-op">(</tt><tt class="py-number">0</tt><tt class="py-op">,</tt><tt class="py-name">len</tt><tt class="py-op">(</tt><tt class="py-name">values</tt><tt class="py-op">)</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L198"></a><tt class="py-lineno">198</tt>  <tt class="py-line">                <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'sensors'</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-name">sensor_number</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-name">fields</tt><tt class="py-op">[</tt><tt class="py-name">index</tt><tt class="py-op">]</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">values</tt><tt class="py-op">[</tt><tt class="py-name">index</tt><tt class="py-op">]</tt> </tt>
<a name="L199"></a><tt class="py-lineno">199</tt>  <tt class="py-line">         </tt>
<a name="L200"></a><tt class="py-lineno">200</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-name">line_key</tt><tt class="py-op">[</tt><tt class="py-op">:</tt><tt class="py-number">2</tt><tt class="py-op">]</tt> <tt class="py-op">==</tt> <tt class="py-string">"-9"</tt><tt class="py-op">:</tt> </tt>
<a name="L201"></a><tt class="py-lineno">201</tt>  <tt class="py-line">            <tt class="py-name">filter_value</tt><tt class="py-op">,</tt> <tt class="py-name">filter_name</tt> <tt class="py-op">=</tt> <tt class="py-name">line_key</tt><tt class="py-op">.</tt><tt class="py-name">split</tt><tt class="py-op">(</tt><tt class="py-string">","</tt><tt class="py-op">)</tt> </tt>
<a name="L202"></a><tt class="py-lineno">202</tt>  <tt class="py-line">            <tt class="py-name">filter_value</tt><tt class="py-op">,</tt> <tt class="py-name">filter_name</tt> <tt class="py-op">=</tt> <tt id="link-6" class="py-name"><a title="windenergytk.file_ops.sanitize" class="py-name" href="#" onclick="return doclink('link-6', 'sanitize', 'link-3');">sanitize</a></tt><tt class="py-op">(</tt><tt class="py-name">filter_value</tt><tt class="py-op">)</tt>\ </tt>
<a name="L203"></a><tt class="py-lineno">203</tt>  <tt class="py-line">            <tt class="py-op">,</tt><tt id="link-7" class="py-name"><a title="windenergytk.file_ops.sanitize" class="py-name" href="#" onclick="return doclink('link-7', 'sanitize', 'link-3');">sanitize</a></tt><tt class="py-op">(</tt><tt class="py-name">filter_name</tt><tt class="py-op">)</tt> </tt>
<a name="L204"></a><tt class="py-lineno">204</tt>  <tt class="py-line">            <tt class="py-name">meta_dict</tt><tt class="py-op">[</tt><tt class="py-string">'filters'</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-name">filter_name</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">int</tt><tt class="py-op">(</tt><tt class="py-name">filter_value</tt><tt class="py-op">)</tt> </tt>
<a name="L205"></a><tt class="py-lineno">205</tt>  <tt class="py-line">         </tt>
<a name="L206"></a><tt class="py-lineno">206</tt>  <tt class="py-line"> </tt>
<a name="L207"></a><tt class="py-lineno">207</tt>  <tt class="py-line">    <tt class="py-keyword">return</tt> <tt class="py-name">meta_dict</tt> </tt>
</div><a name="L208"></a><tt class="py-lineno">208</tt>  <tt class="py-line"> </tt>
<a name="L209"></a><tt class="py-lineno">209</tt>  <tt class="py-line"> </tt>
<a name="L210"></a><tt class="py-lineno">210</tt>  <tt class="py-line"> </tt>
<a name="L211"></a><tt class="py-lineno">211</tt>  <tt class="py-line"> </tt>
<a name="L212"></a><tt class="py-lineno">212</tt>  <tt class="py-line"> </tt>
<a name="separate_timeseries"></a><div id="separate_timeseries-def"><a name="L213"></a><tt class="py-lineno">213</tt> <a class="py-toggle" href="#" id="separate_timeseries-toggle" onclick="return toggle('separate_timeseries');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="windenergytk.file_ops-module.html#separate_timeseries">separate_timeseries</a><tt class="py-op">(</tt><tt class="py-param">timeseries</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="separate_timeseries-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="separate_timeseries-expanded"><a name="L214"></a><tt class="py-lineno">214</tt>  <tt class="py-line">    <tt class="py-docstring">"""Take a multi column timeseries and separate into single timeseries."""</tt> </tt>
<a name="L215"></a><tt class="py-lineno">215</tt>  <tt class="py-line">    <tt class="py-name">ts_dict</tt> <tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-op">}</tt> </tt>
<a name="L216"></a><tt class="py-lineno">216</tt>  <tt class="py-line">    <tt class="py-keyword">for</tt> <tt class="py-name">index</tt> <tt class="py-keyword">in</tt> <tt class="py-name">range</tt><tt class="py-op">(</tt><tt class="py-name">len</tt><tt class="py-op">(</tt><tt class="py-name">timeseries</tt><tt class="py-op">[</tt><tt class="py-number">0</tt><tt class="py-op">]</tt><tt class="py-op">)</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L217"></a><tt class="py-lineno">217</tt>  <tt class="py-line">        <tt class="py-name">ts_dict</tt><tt class="py-op">[</tt><tt class="py-name">len</tt><tt class="py-op">(</tt><tt class="py-name">ts_dict</tt><tt class="py-op">)</tt><tt class="py-op">+</tt><tt class="py-number">1</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">timeseries</tt><tt class="py-op">[</tt><tt class="py-op">:</tt><tt class="py-op">,</tt><tt class="py-name">index</tt><tt class="py-op">]</tt> </tt>
<a name="L218"></a><tt class="py-lineno">218</tt>  <tt class="py-line">    <tt class="py-keyword">return</tt> <tt class="py-name">ts_dict</tt> </tt>
</div><a name="L219"></a><tt class="py-lineno">219</tt>  <tt class="py-line">     </tt>
<a name="assign_meta"></a><div id="assign_meta-def"><a name="L220"></a><tt class="py-lineno">220</tt> <a class="py-toggle" href="#" id="assign_meta-toggle" onclick="return toggle('assign_meta');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="windenergytk.file_ops-module.html#assign_meta">assign_meta</a><tt class="py-op">(</tt><tt class="py-param">ts_dict</tt><tt class="py-op">,</tt> <tt class="py-param">meta_dict</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="assign_meta-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="assign_meta-expanded"><a name="L221"></a><tt class="py-lineno">221</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L222"></a><tt class="py-lineno">222</tt>  <tt class="py-line"><tt class="py-docstring">    Assign meta information to recently separated timeseries.</tt> </tt>
<a name="L223"></a><tt class="py-lineno">223</tt>  <tt class="py-line"><tt class="py-docstring">    Input: ts_dict from separate_timeseries(), meta_dict from parse_meta()</tt> </tt>
<a name="L224"></a><tt class="py-lineno">224</tt>  <tt class="py-line"><tt class="py-docstring">    Output: Completed dictionary of timeseries with meta information</tt> </tt>
<a name="L225"></a><tt class="py-lineno">225</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L226"></a><tt class="py-lineno">226</tt>  <tt class="py-line">    <tt class="py-name">meta_ts_dict</tt> <tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-op">}</tt> </tt>
<a name="L227"></a><tt class="py-lineno">227</tt>  <tt class="py-line">    <tt class="py-comment">## Add timeseries</tt> </tt>
<a name="L228"></a><tt class="py-lineno">228</tt>  <tt class="py-line">    <tt class="py-keyword">for</tt> <tt class="py-name">index</tt><tt class="py-op">,</tt> <tt class="py-name">value</tt> <tt class="py-keyword">in</tt> <tt class="py-name">ts_dict</tt><tt class="py-op">.</tt><tt class="py-name">iteritems</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L229"></a><tt class="py-lineno">229</tt>  <tt class="py-line">        <tt class="py-name">meta_ts_dict</tt><tt class="py-op">[</tt><tt class="py-name">index</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-string">'timeseries'</tt><tt class="py-op">:</tt> <tt class="py-name">value</tt><tt class="py-op">}</tt> </tt>
<a name="L230"></a><tt class="py-lineno">230</tt>  <tt class="py-line"> </tt>
<a name="L231"></a><tt class="py-lineno">231</tt>  <tt class="py-line">    <tt class="py-comment">## Add sensor specific meta info</tt> </tt>
<a name="L232"></a><tt class="py-lineno">232</tt>  <tt class="py-line">    <tt class="py-name">sensors</tt> <tt class="py-op">=</tt> <tt class="py-name">meta_dict</tt><tt class="py-op">.</tt><tt class="py-name">pop</tt><tt class="py-op">(</tt><tt class="py-string">'sensors'</tt><tt class="py-op">)</tt> </tt>
<a name="L233"></a><tt class="py-lineno">233</tt>  <tt class="py-line"> </tt>
<a name="L234"></a><tt class="py-lineno">234</tt>  <tt class="py-line">    <tt class="py-keyword">for</tt> <tt class="py-name">sensor_number</tt><tt class="py-op">,</tt> <tt class="py-name">sensor_meta</tt> <tt class="py-keyword">in</tt> <tt class="py-name">sensors</tt><tt class="py-op">.</tt><tt class="py-name">iteritems</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L235"></a><tt class="py-lineno">235</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">index</tt><tt class="py-op">,</tt> <tt class="py-name">value</tt> <tt class="py-keyword">in</tt> <tt class="py-name">sensor_meta</tt><tt class="py-op">.</tt><tt class="py-name">iteritems</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L236"></a><tt class="py-lineno">236</tt>  <tt class="py-line">            <tt class="py-name">meta_ts_dict</tt><tt class="py-op">[</tt><tt class="py-name">sensor_number</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-name">index</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">value</tt> </tt>
<a name="L237"></a><tt class="py-lineno">237</tt>  <tt class="py-line">     </tt>
<a name="L238"></a><tt class="py-lineno">238</tt>  <tt class="py-line">    <tt class="py-comment">## Add general meta info</tt> </tt>
<a name="L239"></a><tt class="py-lineno">239</tt>  <tt class="py-line">    <tt class="py-keyword">for</tt> <tt class="py-name">key</tt> <tt class="py-keyword">in</tt> <tt class="py-name">meta_ts_dict</tt><tt class="py-op">.</tt><tt class="py-name">keys</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L240"></a><tt class="py-lineno">240</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">index</tt><tt class="py-op">,</tt> <tt class="py-name">value</tt> <tt class="py-keyword">in</tt> <tt class="py-name">meta_dict</tt><tt class="py-op">.</tt><tt class="py-name">iteritems</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L241"></a><tt class="py-lineno">241</tt>  <tt class="py-line">            <tt class="py-name">meta_ts_dict</tt><tt class="py-op">[</tt><tt class="py-name">key</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-name">index</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">value</tt> </tt>
<a name="L242"></a><tt class="py-lineno">242</tt>  <tt class="py-line">     </tt>
<a name="L243"></a><tt class="py-lineno">243</tt>  <tt class="py-line">    <tt class="py-keyword">return</tt> <tt class="py-name">meta_ts_dict</tt> </tt>
</div><a name="L244"></a><tt class="py-lineno">244</tt>  <tt class="py-line"> </tt><script type="text/javascript">
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